Grail.SimulatedGames.OfflineLearning.UniqueTreeDataset Class Reference

A class that stores samples, which are values for given considerations (conditions in decision tree) together with statistics of decisions performed under those considerations. When the learning process is stopped, then you can convert this object to a flat Dataset, that picks the most frequently chosen decision for each sample. More...

Public Member Functions
void	Add (TreeDataSample element)
	Adds a new sample More...
Dataset< ISimulatedGameAction >	ConvertToDataset (params DecisionConsiderationType[] considerationTypes)
	Converts to a flat dataset - with the chosen decision - that is suitable for constructing the DecisionTree. More...
Dataset< ISimulatedGameAction >	ConvertToDataset (DecisionConsiderationType considerationType, int count)
	Converts to a flat dataset - with the chosen decision - that is suitable for constructing the DecisionTree. Use this variant of the method if all considerations have the same type. More...

Detailed Description

A class that stores samples, which are values for given considerations (conditions in decision tree) together with statistics of decisions performed under those considerations. When the learning process is stopped, then you can convert this object to a flat Dataset, that picks the most frequently chosen decision for each sample.

Member Function Documentation

Add()

void Grail.SimulatedGames.OfflineLearning.UniqueTreeDataset.Add ( TreeDataSample  element )

inline

Adds a new sample

Parameters

element

ConvertToDataset() [1/2]

Dataset<ISimulatedGameAction> Grail.SimulatedGames.OfflineLearning.UniqueTreeDataset.ConvertToDataset ( params DecisionConsiderationType []  considerationTypes )

inline

Converts to a flat dataset - with the chosen decision - that is suitable for constructing the DecisionTree.

Parameters

considerationTypes

Pass types for each consideration.

Returns

ConvertToDataset() [2/2]

Dataset<ISimulatedGameAction> Grail.SimulatedGames.OfflineLearning.UniqueTreeDataset.ConvertToDataset ( DecisionConsiderationType  considerationType, int  count  )

inline

Converts to a flat dataset - with the chosen decision - that is suitable for constructing the DecisionTree. Use this variant of the method if all considerations have the same type.

Parameters

considerationType	Type of each consideration
count	The number of considerations

Returns

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The documentation for this class was generated from the following file:

• GrailSimulatedGames/source/OfflineLearning/UniqueTreeDataset.cs